# The AI Persona Builder: A Prompt Pack for ICP Work.

Build buyer personas from what your closed deals actually say, not from a whiteboard, and keep them current with a prompt instead of another offsite.

## Why most personas don't survive contact

- Built once, in a workshop, then never opened again, while the actual buyer keeps moving.
- Built from imagination, not evidence, a composite of what the team assumes instead of what closed and lost deals show.
- Too generic to be useful in a live call.

## What's in the pack: four prompt sequences, run in order

- Evidence Extraction: pull real trigger events, incumbent tools, and verbatim pain language from actual call notes or transcripts.
- Pocket Clustering: group the raw extractions into three to five distinct buyer pockets based on what actually recurs.
- Objection Rehearsal: turn a finished persona into a live role-play partner for reps.
- Drift Check: a quarterly prompt that re-runs the extraction against your newest closed deals and flags where the persona has gone stale.

## Frequently asked questions

### Do we need call recording software for this to work?

No. CRM notes and email threads work too. Transcripts just produce richer, more verbatim language than paraphrased notes.

### How is this different from a general ICP workshop?

A workshop produces the team's best guess in a room. This produces personas grounded in what real buyers actually said and did.

### What AI tool does this pack assume?

It's written for Claude, but the prompt sequence works with any model that can hold a long paste of transcripts in context.